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- 524 creator anna-averbakh.
- 524 creator daniel-krause.
- 524 creator dimitrios-skoutas.
- 524 type InProceedings.
- 524 label "Exploiting User Feedback to Improve Semantic Web Service Discovery".
- 524 sameAs 524.
- 524 abstract "State-of-the-art discovery of Semantic Web services is based on hybrid algorithms that combine semantic and syntactic matchmaking. These approaches are purely based on similarity measures between parameters of a service request and available service descriptions, which, however, fail to completely capture the actual functionality of the service or the quality of the results returned by it. On the other hand, with the advent of Web 2.0, active user participation and collaboration has become an increasingly popular trend. Users often rate or group relevant items, thus providing valuable information that can be taken into account to further improve the accuracy of search results. In this paper, we tackle this issue, by proposing a method that combines multiple matching criteria with user feedback to further improve the results of the matchmaker. We extend a previously proposed dominance-based approach for service discovery, and describe how user feedback is incorporated in the matchmaking process. We evaluate the performance of our approach using a publicly available collection of OWL-S services.".
- 524 hasAuthorList authorList.
- 524 hasTopic Semantic_Web.
- 524 isPartOf proceedings.
- 524 title "Exploiting User Feedback to Improve Semantic Web Service Discovery".